If an AI-generated workflow breaks at one step, I diagnose the issue, fix the blocker, and show you a clear path forward — no guesswork.
Typical reasons people ask for help
I find environment or config mismatches and make the deployment reliable.
I trace the root cause and explain it in plain language.
I map a minimal, safe fix so you can continue building.
I identify hotspots and suggest pragmatic optimizations.
I validate suggestions and give a clear, working recommendation.
I show why the fix works so you learn and avoid repeats.
I'm Mahmoud Ramadan, a software engineer who helps teams and builders get past the single step that blocks progress. I focus on fast, targeted fixes plus a clear explanation.
I don't rebuild your project — I remove the blocker so you can keep building with confidence.
Email me the step, error, or command where you're stuck and I'll reply with a plan.
Email me